QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
☆190Jun 10, 2026Updated this week
Alternatives and similar repositories for qonnx
Users that are interested in qonnx are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Brevitas: neural network quantization in PyTorch☆1,536Updated this week
- High Granularity Quantizarion for Ultra-Fast Machine Learning Applications on FPGAs☆40Mar 13, 2026Updated 2 months ago
- Resource Utilization and Latency Estimation for ML on FPGA.☆19Apr 11, 2026Updated 2 months ago
- Dataflow compiler for QNN inference on FPGAs☆1,004Updated this week
- Dataflow QNN inference accelerator examples on FPGAs☆259Mar 10, 2026Updated 3 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Live demo of hls4ml on embedded platforms such as the Pynq-Z2☆13Aug 23, 2024Updated last year
- Vitis HLS Library for FINN☆224May 27, 2026Updated 2 weeks ago
- Open Source Compiler Framework using ONNX as Frontend and IR☆33Aug 17, 2022Updated 3 years ago
- Fast inference of Boosted Decision Trees in FPGAs☆60May 11, 2026Updated last month
- Machine learning on FPGAs using HLS☆2,020Updated this week
- Tutorial notebooks for hls4ml☆431May 27, 2026Updated 2 weeks ago
- Low Precision(quantized) Yolov5☆48Mar 24, 2025Updated last year
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆461May 15, 2023Updated 3 years ago
- SAMO: Streaming Architecture Mapping Optimisation☆36Oct 4, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆82Jul 21, 2022Updated 3 years ago
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- QKeras: a quantization deep learning library for Tensorflow Keras☆582Feb 23, 2026Updated 3 months ago
- ☆25Sep 19, 2025Updated 8 months ago
- FINN+ is an extended version of FINN, a dataflow compiler for QNN inference on FPGAs. It is maintained by a group of researchers at Pader…☆54Updated this week
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- Generate versal system design from ONNX model. AI engine kernels. Sub-microsecond speeds for autoencoders.☆18Dec 29, 2024Updated last year
- 🧠 Benchmark facility to train networks on different datasets for PyTorch/Brevitas☆27Jan 27, 2023Updated 3 years ago
- ☆28Oct 21, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆172Mar 9, 2023Updated 3 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆287Dec 11, 2024Updated last year
- This repository contains the results and code for the MLPerf™ Tiny Inference v0.7 benchmark.☆19May 18, 2023Updated 3 years ago
- Train and deploy LUT-based neural networks on FPGAs☆114Jun 12, 2024Updated last year
- ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.☆441Updated this week
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆39Aug 20, 2024Updated last year
- Jupyter notebook examples on image classification with quantized neural networks☆70May 5, 2020Updated 6 years ago
- Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices☆12Jul 1, 2021Updated 4 years ago
- Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…☆444Apr 23, 2026Updated last month
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆18Jan 22, 2025Updated last year
- Awesome Quantization Paper lists with Codes☆10Feb 24, 2021Updated 5 years ago
- Model compression for ONNX☆101May 1, 2026Updated last month
- New operators for the ReferenceEvaluator, new kernels for onnxruntime, CPU, CUDA☆36Feb 13, 2026Updated 3 months ago
- ☆33Nov 7, 2024Updated last year
- A tool for parsing, editing, optimizing, and profiling ONNX models.☆492Updated this week
- PyTorch model to RTL flow for low latency inference☆131Mar 15, 2024Updated 2 years ago